Catch Me If You Can: The Dynamic Nature of Bias in Machine Learning Applications
ABSTRACT Bias in machine learning (ML) applications represents systematic differences between expected and actual values of the predicted outputs, such that certain individuals or groups are systematically and disproportionately (dis)advantaged. This paper investigates the dynamic nature of bias in ML applications.
Monideepa Tarafdar, Irina Rets, Yang Hu
wiley +1 more source
Application of Sparse Autoencoders to Enhance Mechanistic Interpretability of Large Language Models in Medicine. [PDF]
Metzger A +4 more
europepmc +1 more source
THE MACROSTRUCTURE OF AN ELECTRONIC DICTIONARY
openaire +2 more sources
ABSTRACT This study draws on Instagram‐related data to examine how and why the equity and equality principles of fairness govern police communication with socially disadvantaged neighbourhoods on social media. Using the computationally intensive theory construction methodology and drawing on institutional theory and the framework for the interplay of ...
Nataliya Berbyuk Lindström +2 more
wiley +1 more source
Data collected for the Child Health and Mortality Prevention Surveillance (CHAMPS) network evaluating the impact of COVID-19 lockdown protocol in Karemo - Siaya and Manyatta - Kisumu, Kenya. [PDF]
Obor D +15 more
europepmc +1 more source
ABSTRACT This study examines how issues across boundaries influence contention dynamics in a movement of movements on social media. Participants utilize social media to support or oppose goals and actions related to their visions regarding societal changes. As the boundaries of movements are fluid on social media, we investigate the actors' identities,
Carol Lee +2 more
wiley +1 more source
Fibromyalgia and Risk of Alzheimer's DiseaseRelated Dementia: A Nationwide Bidirectional Case-Control Study. [PDF]
Magen E +6 more
europepmc +1 more source
Staying but Struggling: A Concept Analysis of Quiet Quitting in Nursing Practice
ABSTRACT Aim To clarify the concept of quiet quitting in nursing practice. Design Concept analysis using Walker and Avant's concept analysis methodology. Methods The eight‐step method by Walker and Avant guided the concept analysis. Data Sources A systematic literature search was conducted in CINAHL, PsycINFO, Scopus and MEDLINE without date ...
Yasin M. Yasin +3 more
wiley +1 more source
KeySDL: sparse dictionary learning for keystone microbe identification from steady-state observations using a dynamical-systems model. [PDF]
Gordon M +4 more
europepmc +1 more source
Understanding Digital Health Equity: A Conceptual Analysis
ABSTRACT Aim The purpose of this concept analysis is to clarify the meaning of digital health equity beyond a simplistic definition, obtaining a richer meaning that can guide the digital healthcare landscape. Background With the growing spread of digital health, digital health equity should be at the center of healthcare.
Salsabela Razaq, Saleema Allana
wiley +1 more source

